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. 2019 Oct 28;20:527. doi: 10.1186/s12859-019-3116-7

Table 6.

Performance comparison of dimensionality reduction methods on OV dataset

Data PCA NMF SAE
DNA methylation 0.600 0.560 0.640
miRNA expression 0.560 0.520 0.640
Gene expression 0.720 0.680 0.760
Integrative Data 0.760 0.720 0.840